I built a sharpening station last year and like it a lot. It has one issue though. The whole thing wobbles badly during use. The casters and small base don’t make a good combination. I came up with a solution in this video:
It took a bit of messing around with feet material, but felt will work just fine for now. I might find some kind of heavy duty rubber feet for longer term use. Until then, stay sharp my friends!